Eternal Delight and Deliciousness: The Book of Jonah After Ten Years
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The first part of this article reviews significant scholarly contributions on the Book of Jonah for the last ten years. Looking specifically at the work of Serge Frolov, Yvonne Sherwood, Ehud Ben Zvi, Lowell Handy and T.A. Perry demonstrates that exegesis of Jonah has entered a very fruitful period, free of the anti-Jewish biases characteristic of earlier readings and armed with more information about post-exilic Judah than ever before. Next, the article looks at God’s reference to the animals in Jon 4:11 and reads it as an expression of God’s desire for the newly submissive Ninevites to offer sacrifice to him, as the sailors do in 1:16 and Jonah vows in 2:10. Thus God is portrayed, like many ancient Near Eastern potentates, as extending his rule over peoples and exacting tribute.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it